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Dataset Statistics
Number of Rows1000000 (1.00M)
Number of Columns14
Missing Cells1281442 (1.28M)
Missing Cells (%)9.15%
Unique Values1738922 (1.74M)
Unique Values (%)12.42%
Duplicate Rows0
Duplicate Rows (%)0.00%
Total Memory Usage598.44 MiB
Variable Types
Text/Categorical11
Numeric3
Boolean0
Temporal0

Overall Quality Score

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Select Metrics

Quality Scores

Missing Values Analysis

The analysis identifies features with missing values, providing both counts and percentages. Interactive charts and data tables help in assessing the impact and prioritizing next steps.

Feature Present Missing Missing (%)
OLF3811096189096.19%
Street84038515961515.96%
Building84205915794115.79%
State99894210580.11%
City9995314690.05%
Organization9995314690.05%
Rating100000000.00%
Phone100000000.00%
ID100000000.00%
Time_GMT100000000.00%
CountryCode100000000.00%
Country100000000.00%
Category100000000.00%
NumberReview100000000.00%
Download Missing Values Report

🚀 Explore Data

Choose a column to generate visualizations instantly.

Completeness
  • ID
  • Time_GMT
  • Phone
  • Organization
  • Rating
  • NumberReview
  • Category
  • Country
  • CountryCode
  • State
  • City
  • Street
  • Building
Uniqueness
  • ID
Validity
  • ID
  • Time_GMT
  • Phone
  • Organization
  • OLF
  • Rating
  • NumberReview
  • Category
  • Country
  • CountryCode
  • State
  • City
  • Street
  • Building
Accuracy
  • ID
  • Time_GMT
  • Organization
  • OLF
  • Category
  • Country
  • CountryCode
  • State
  • City
  • Street
  • Building
Consistency
  • ID
  • Time_GMT
  • Organization
  • OLF
  • Category
  • Country
  • CountryCode
  • State
  • City
  • Street
  • Building

Note: Only columns where the quality score is at least 80% or above are displayed.

Sample dataset

S.No ID Time_GMT Phone Organization OLF Rating NumberReview Category Country CountryCode State City Street Building
1 1 3/12/2021 2:10 12562343500 The Station's Best NaN 4.0 4 Delivery USA US AL Alexander City Jefferson 977
2 2 3/12/2021 2:10 12566758004 Pizza Hut NaN 3.0 6 Delivery USA US AL Alexander City 4581 Hwy 4581
3 3 3/12/2021 2:10 12562342181 Zaxby's Chicken Fingers & Buffalo Wings NaN 3.0 13 Delivery USA US AL Alexander City 4497 Highway 4497
4 4 3/12/2021 2:10 12564097272 Papa John's Pizza NaN 1.0 1 Delivery USA US AL Alexander City 2064 Cherokee 2064
5 5 3/12/2021 2:10 12562155510 Arby's NaN 2.0 7 Delivery USA US AL Alexander City 2593 Hwy 2593
6 6 3/12/2021 2:16 12562343500 The Station's Best NaN 4.0 4 Delivery USA US AL Alexander City Jefferson 977
7 7 3/12/2021 2:16 12566758004 Pizza Hut NaN 3.0 6 Delivery USA US AL Alexander City 4581 Hwy 4581
8 8 3/12/2021 2:16 12562342181 Zaxby's Chicken Fingers & Buffalo Wings NaN 3.0 13 Delivery USA US AL Alexander City 4497 Highway 4497
9 9 3/12/2021 2:16 12564097272 Papa John's Pizza NaN 1.0 1 Delivery USA US AL Alexander City 2064 Cherokee 2064
10 10 3/12/2021 2:16 12562155510 Arby's NaN 2.0 7 Delivery USA US AL Alexander City 2593 Hwy 2593

Column Analytics

S.No

MetricValue
Missing Cells0 (0.00%)
Duplicate Values0 (0.00%)
Distinct Values1000000 (100.00%)
Memory Size7.63 MB

ID

MetricValue
Missing Cells0 (0.00%)
Duplicate Values0 (0.00%)
Distinct Values1000000 (100.00%)
Memory Size7.63 MB

Time_GMT

MetricValue
Missing Cells0 (0.00%)
Duplicate Values967448 (96.74%)
Distinct Values32552 (3.26%)
Memory Size60.33 MB

Phone

MetricValue
Missing Cells0 (0.00%)
Duplicate Values715891 (71.59%)
Distinct Values284109 (28.41%)
Memory Size57.23 MB

Organization

MetricValue
Missing Cells469 (0.05%)
Duplicate Values809296 (80.93%)
Distinct Values190703 (19.07%)
Memory Size66.81 MB

OLF

MetricValue
Missing Cells961890 (96.19%)
Duplicate Values999985 (100.00%)
Distinct Values14 (0.00%)
Memory Size31.24 MB

Rating

MetricValue
Missing Cells0 (0.00%)
Duplicate Values999990 (100.00%)
Distinct Values10 (0.00%)
Memory Size7.63 MB

NumberReview

MetricValue
Missing Cells0 (0.00%)
Duplicate Values997782 (99.78%)
Distinct Values2218 (0.22%)
Memory Size7.63 MB

Category

MetricValue
Missing Cells0 (0.00%)
Duplicate Values999997 (100.00%)
Distinct Values3 (0.00%)
Memory Size56.78 MB

Country

MetricValue
Missing Cells0 (0.00%)
Duplicate Values999999 (100.00%)
Distinct Values1 (0.00%)
Memory Size49.59 MB

CountryCode

MetricValue
Missing Cells0 (0.00%)
Duplicate Values999999 (100.00%)
Distinct Values1 (0.00%)
Memory Size48.64 MB

State

MetricValue
Missing Cells1058 (0.11%)
Duplicate Values999872 (99.99%)
Distinct Values127 (0.01%)
Memory Size48.62 MB

City

MetricValue
Missing Cells469 (0.05%)
Duplicate Values987433 (98.74%)
Distinct Values12566 (1.26%)
Memory Size55.26 MB

Street

MetricValue
Missing Cells159615 (15.96%)
Duplicate Values809737 (80.97%)
Distinct Values190262 (19.03%)
Memory Size54.03 MB

Building

MetricValue
Missing Cells157941 (15.79%)
Duplicate Values973643 (97.36%)
Distinct Values26356 (2.64%)
Memory Size47.03 MB

Correlation Analysis

Correlation Heatmap